ShopifyDifficulty: Advanced
Autoresearch isn’t just for training models
Extending Karpathy's AutoML approach beyond training to systematically optimize 40+ business metrics at Shopify scale.
Interview angle
How would you design a system to automatically discover and optimize improvements across dozens of business metrics in a large production environment?
- Failure / topic
Manual optimization bottlenecks limiting metric improvements at scale
- Concept tags
- Source
- shopify.engineering